Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class FeatureHistoricStatsAnomalies.
Historical Stats (and Anomalies) for a specific Feature.
Generated from protobuf message google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies
Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ feature_display_name |
string
Display Name of the Feature. |
↳ threshold |
Google\Cloud\AIPlatform\V1\ThresholdConfig
Threshold for anomaly detection. |
↳ training_stats |
Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly
Stats calculated for the Training Dataset. |
↳ prediction_stats |
array<Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly>
A list of historical stats generated by different time window's Prediction Dataset. |
getFeatureDisplayName
Display Name of the Feature.
| Returns | |
|---|---|
| Type | Description |
string | |
setFeatureDisplayName
Display Name of the Feature.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getThreshold
Threshold for anomaly detection.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\ThresholdConfig|null | |
hasThreshold
clearThreshold
setThreshold
Threshold for anomaly detection.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\ThresholdConfig
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getTrainingStats
Stats calculated for the Training Dataset.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly|null | |
hasTrainingStats
clearTrainingStats
setTrainingStats
Stats calculated for the Training Dataset.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getPredictionStats
A list of historical stats generated by different time window's Prediction Dataset.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\RepeatedField | |
setPredictionStats
A list of historical stats generated by different time window's Prediction Dataset.
| Parameter | |
|---|---|
| Name | Description |
var |
array<Google\Cloud\AIPlatform\V1\FeatureStatsAnomaly>
|
| Returns | |
|---|---|
| Type | Description |
$this | |